Constructs a tensor by tiling a given tensor.
This operation creates a new tensor by replicating `input` `multiples` times. The output tensor's i'th dimension has `input.dims(i) * multiples[i]` elements, and the values of `input` are replicated `multiples[i]` times along the 'i'th dimension. For example, tiling `[a b c d]` by `[2]` produces `[a b c d a b c d]`.
>>> a = tf.constant([[1,2,3],[4,5,6]], tf.int32)
>>> b = tf.constant([1,2], tf.int32)
>>> tf.tile(a, b)
Public Methods
Output<T> |
asOutput()
Returns the symbolic handle of a tensor.
|
static <T, U extends Number> Tile<T> | |
Output<T> |
output()
|
Inherited Methods
Public Methods
public Output<T> asOutput ()
Returns the symbolic handle of a tensor.
Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.
public static Tile<T> create (Scope scope, Operand<T> input, Operand<U> multiples)
Factory method to create a class wrapping a new Tile operation.
Parameters
scope | current scope |
---|---|
input | Can be of any rank. |
multiples | 1-D. Length must be the same as the number of dimensions in `input` |
Returns
- a new instance of Tile